OpenLLMetry: OpenTelemetry-based observability for LLMs
Published:Oct 11, 2023 13:10
•1 min read
•Hacker News
Analysis
This article introduces OpenLLMetry, an open-source project built on OpenTelemetry for observing LLM applications. The key selling points are its open protocol, vendor neutrality (allowing integration with various monitoring platforms), and comprehensive instrumentation for LLM-specific components like prompts, token usage, and vector databases. The project aims to address the limitations of existing closed-protocol observability tools in the LLM space. The focus on OpenTelemetry allows for tracing the entire system execution, not just the LLM, and easy integration with existing monitoring infrastructure.
Key Takeaways
- •OpenLLMetry is an open-source project for LLM observability.
- •It's built on OpenTelemetry, promoting vendor neutrality.
- •It provides instrumentation for LLM-specific components.
- •It allows tracing of the entire system execution.
- •It integrates with existing monitoring platforms like Datadog and Sentry.
Reference
“The article highlights the benefits of OpenLLMetry, including the ability to trace the entire system execution and connect to any monitoring platform.”